Effective fat-to-flour checker
Enter the butter, flour, and chocolate, and get the effective fat-to-flour ratio with a verdict for whether the cookie sets or turns to soup.
Companion to You Can Check a Cookie · all tools
These tools run entirely in your browser and are provided as-is, for learning and convenience, with no warranty of accuracy — verify anything important against your own setup before relying on it.